---
_id: '4254'
abstract:
- lang: eng
text: The current trend of integrating machines and factories into cyber-physical
systems (CPS) creates an enormous complexity for operators of such systems. Especially
the search for the root cause of cascading failures becomes highly time-consuming.
Within this paper, we address the question on how to help human users to better
and faster understand root causes of such situations. We propose a concept of
interactive alarm flood reduction and present the implementation of a first vertical
prototype for such a system. We consider this prototype as a first artifact to
be discussed by the research community and aim towards an incremental further
development of the system in order to support humans in complex error situations.
author:
- first_name: Sebastian
full_name: Büttner, Sebastian
id: '61868'
last_name: Büttner
- first_name: Paul
full_name: Wunderlich, Paul
id: '52317'
last_name: Wunderlich
- first_name: Mario
full_name: Heinz, Mario
id: '68913'
last_name: Heinz
- first_name: Oliver
full_name: Niggemann, Oliver
id: '10876'
last_name: Niggemann
- first_name: Carsten
full_name: Röcker, Carsten
id: '61525'
last_name: Röcker
citation:
ama: 'Büttner S, Wunderlich P, Heinz M, Niggemann O, Röcker C. Managing Complexity:
Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction.
In: Holzinger A, ed. Machine Learning and Knowledge Extraction : First IFIP
TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio,
Italy, August 29 – September 1, 2017, Proceedings. Vol 10410. Lecture Notes
in Computer Science . Cham: Springer; 2017:69-82.'
apa: 'Büttner, S., Wunderlich, P., Heinz, M., Niggemann, O., & Röcker, C. (2017).
Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive
Alarm Flood Reduction. In A. Holzinger (Ed.), Machine Learning and Knowledge
Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference,
CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings (Vol.
10410, pp. 69–82). Cham: Springer.'
bjps: 'Büttner S et al. (2017) Managing Complexity: Towards Intelligent
Error-Handling Assistance Trough Interactive Alarm Flood Reduction. In Holzinger
A (ed.), Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4,
8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy,
August 29 – September 1, 2017, Proceedings, vol. 10410. Cham: Springer, pp.
69–82.'
chicago: 'Büttner, Sebastian, Paul Wunderlich, Mario Heinz, Oliver Niggemann, and
Carsten Röcker. “Managing Complexity: Towards Intelligent Error-Handling Assistance
Trough Interactive Alarm Flood Reduction.” In Machine Learning and Knowledge
Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference,
CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, edited
by Andreas Holzinger, 10410:69–82. Lecture Notes in Computer Science . Cham: Springer,
2017.'
chicago-de: 'Büttner, Sebastian, Paul Wunderlich, Mario Heinz, Oliver Niggemann
und Carsten Röcker. 2017. Managing Complexity: Towards Intelligent Error-Handling
Assistance Trough Interactive Alarm Flood Reduction. In: Machine Learning
and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain
Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings,
hg. von Andreas Holzinger, 10410:69–82. Lecture Notes in Computer Science . Cham:
Springer.'
din1505-2-1: 'Büttner, Sebastian ;
Wunderlich, Paul ; Heinz,
Mario ; Niggemann, Oliver
; Röcker, Carsten: Managing Complexity:
Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction.
In: Holzinger, A. (Hrsg.): Machine
Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International
Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1,
2017, Proceedings, Lecture Notes in Computer Science . Bd. 10410. Cham :
Springer, 2017, S. 69–82'
havard: 'S. Büttner, P. Wunderlich, M. Heinz, O. Niggemann, C. Röcker, Managing
Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm
Flood Reduction, in: A. Holzinger (Ed.), Machine Learning and Knowledge Extraction :
First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE
2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, Springer, Cham,
2017: pp. 69–82.'
ieee: 'S. Büttner, P. Wunderlich, M. Heinz, O. Niggemann, and C. Röcker, “Managing
Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm
Flood Reduction,” in Machine Learning and Knowledge Extraction : First IFIP
TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio,
Italy, August 29 – September 1, 2017, Proceedings, Reggio, Italy, 2017, vol.
10410, pp. 69–82.'
mla: 'Büttner, Sebastian, et al. “Managing Complexity: Towards Intelligent Error-Handling
Assistance Trough Interactive Alarm Flood Reduction.” Machine Learning and
Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain
Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings,
edited by Andreas Holzinger, vol. 10410, Springer, 2017, pp. 69–82.'
short: 'S. Büttner, P. Wunderlich, M. Heinz, O. Niggemann, C. Röcker, in: A. Holzinger
(Ed.), Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9,
12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August
29 – September 1, 2017, Proceedings, Springer, Cham, 2017, pp. 69–82.'
ufg: 'Büttner, Sebastian et. al. (2017): Managing Complexity: Towards Intelligent
Error-Handling Assistance Trough Interactive Alarm Flood Reduction, in: Andreas
Holzinger (Hg.): Machine Learning and Knowledge Extraction : First IFIP TC
5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio,
Italy, August 29 – September 1, 2017, Proceedings (=Lecture Notes in Computer
Science 10410), Cham, S. 69–82.'
van: 'Büttner S, Wunderlich P, Heinz M, Niggemann O, Röcker C. Managing Complexity:
Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction.
In: Holzinger A, editor. Machine Learning and Knowledge Extraction : First IFIP
TC 5, WG 84, 89, 129 International Cross-Domain Conference, CD-MAKE 2017, Reggio,
Italy, August 29 – September 1, 2017, Proceedings. Cham: Springer; 2017. p. 69–82.
(Lecture Notes in Computer Science ; vol. 10410).'
conference:
end_date: 2017-09-01
location: Reggio, Italy
name: International Cross-Domain Conference, CD-MAKE 2017
start_date: 2017-08-29
date_created: 2020-12-10T13:40:04Z
date_updated: 2023-03-15T13:49:51Z
department:
- _id: DEP5023
editor:
- first_name: Andreas
full_name: Holzinger, Andreas
last_name: Holzinger
intvolume: ' 10410'
keyword:
- Alarm flood reduction
- Machine learning
- Assistive system
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 69-82
place: Cham
publication: ' Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4,
8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August
29 – September 1, 2017, Proceedings'
publication_identifier:
eisbn:
- '9783319668086 '
isbn:
- 978-3-319-66807-9
publication_status: published
publisher: Springer
series_title: 'Lecture Notes in Computer Science '
status: public
title: 'Managing Complexity: Towards Intelligent Error-Handling Assistance Trough
Interactive Alarm Flood Reduction'
type: conference
user_id: '15514'
volume: 10410
year: 2017
...
---
_id: '4303'
abstract:
- lang: eng
text: The increasing demand to customize products affects production workers in
many industries, as assembly tasks become more complex due to higher product variety.
Assistive systems providing instructions at the workplace have been proposed to
overcome increasing cognitive demand during assembly tasks. Commercially available
assistive systems provide spatially registered instructions, either by using in-situ
projections or head-mounted displays (HMDs). As there is little empirical knowledge
about the individual advantages and disadvantages of both approaches, we are interested
in comparing both types of systems. Through a user study at a manual assembly
workplace, we compare both approaches to a paper baseline. Our results reveal
that both in-situ instructions and paper instructions lead to significantly faster
task completion times and significantly fewer errors than HMDs. Using additional
questionnaires and interviews, we are able to identify the shortcomings of HMD-based
instructions and discuss the possibilities of using flexible in-situ instructions
for worker assistance.
author:
- first_name: Sebastian
full_name: Büttner, Sebastian
id: '61868'
last_name: Büttner
- first_name: Markus
full_name: Funk, Markus
last_name: Funk
- first_name: Oliver
full_name: Sand, Oliver
last_name: Sand
- first_name: Carsten
full_name: Röcker, Carsten
id: '61525'
last_name: Röcker
citation:
ama: 'Büttner S, Funk M, Sand O, Röcker C. Using Head-Mounted Displays and In-Situ
Projection for Assistive Systems : A Comparison. In: 9th ACM International
Conference on PErvasive Technologies Related to Assistive Environments (PETRA
’16) . Korfu, Griechenland: ACM; 2016:1-8. doi:10.1145/2910674.2910679'
apa: 'Büttner, S., Funk, M., Sand, O., & Röcker, C. (2016). Using Head-Mounted
Displays and In-Situ Projection for Assistive Systems : A Comparison. In 9th
ACM International Conference on PErvasive Technologies Related to Assistive Environments
(PETRA ’16) (pp. 1–8). Korfu, Griechenland: ACM. https://doi.org/10.1145/2910674.2910679'
bjps: 'Büttner S et al. (2016) Using Head-Mounted Displays and In-Situ
Projection for Assistive Systems : A Comparison. 9th ACM International Conference
on PErvasive Technologies Related to Assistive Environments (PETRA ’16) .
Korfu, Griechenland: ACM, pp. 1–8.'
chicago: 'Büttner, Sebastian, Markus Funk, Oliver Sand, and Carsten Röcker. “Using
Head-Mounted Displays and In-Situ Projection for Assistive Systems : A Comparison.”
In 9th ACM International Conference on PErvasive Technologies Related to Assistive
Environments (PETRA ’16) , 1–8. Korfu, Griechenland: ACM, 2016. https://doi.org/10.1145/2910674.2910679.'
chicago-de: 'Büttner, Sebastian, Markus Funk, Oliver Sand und Carsten Röcker. 2016.
Using Head-Mounted Displays and In-Situ Projection for Assistive Systems : A Comparison.
In: 9th ACM International Conference on PErvasive Technologies Related to Assistive
Environments (PETRA ’16) , 1–8. Korfu, Griechenland: ACM. doi:10.1145/2910674.2910679,
.'
din1505-2-1: 'Büttner, Sebastian ;
Funk, Markus ; Sand,
Oliver ; Röcker, Carsten:
Using Head-Mounted Displays and In-Situ Projection for Assistive Systems : A Comparison.
In: 9th ACM International Conference on PErvasive Technologies Related to Assistive
Environments (PETRA ’16) . Korfu, Griechenland : ACM, 2016, S. 1–8'
havard: 'S. Büttner, M. Funk, O. Sand, C. Röcker, Using Head-Mounted Displays and
In-Situ Projection for Assistive Systems : A Comparison, in: 9th ACM International
Conference on PErvasive Technologies Related to Assistive Environments (PETRA
’16) , ACM, Korfu, Griechenland, 2016: pp. 1–8.'
ieee: 'S. Büttner, M. Funk, O. Sand, and C. Röcker, “Using Head-Mounted Displays
and In-Situ Projection for Assistive Systems : A Comparison,” in 9th ACM International
Conference on PErvasive Technologies Related to Assistive Environments (PETRA
’16) , Corfu; Greece , 2016, pp. 1–8.'
mla: 'Büttner, Sebastian, et al. “Using Head-Mounted Displays and In-Situ Projection
for Assistive Systems : A Comparison.” 9th ACM International Conference on
PErvasive Technologies Related to Assistive Environments (PETRA ’16) , ACM,
2016, pp. 1–8, doi:10.1145/2910674.2910679.'
short: 'S. Büttner, M. Funk, O. Sand, C. Röcker, in: 9th ACM International Conference
on PErvasive Technologies Related to Assistive Environments (PETRA ’16) , ACM,
Korfu, Griechenland, 2016, pp. 1–8.'
ufg: 'Büttner, Sebastian et. al. (2016): Using Head-Mounted Displays and
In-Situ Projection for Assistive Systems : A Comparison, in: 9th ACM International
Conference on PErvasive Technologies Related to Assistive Environments (PETRA
’16) , Korfu, Griechenland, S. 1–8.'
van: 'Büttner S, Funk M, Sand O, Röcker C. Using Head-Mounted Displays and In-Situ
Projection for Assistive Systems : A Comparison. In: 9th ACM International Conference
on PErvasive Technologies Related to Assistive Environments (PETRA ’16) . Korfu,
Griechenland: ACM; 2016. p. 1–8.'
conference:
end_date: 2016-07-01
location: 'Corfu; Greece '
name: 'PETRA ''16: Proceedings of the 9th ACM International Conference on PErvasive
Technologies Related to Assistive Environments'
start_date: 2016-06-29
date_created: 2020-12-22T14:11:07Z
date_updated: 2023-03-15T13:49:51Z
department:
- _id: DEP5023
doi: 10.1145/2910674.2910679
keyword:
- Spatial Augmented Reality
- Industrial Augmented Reality
- Projection-based Augmented Reality
- Head-Mounted Display
- Manufacturing
- Assistive System
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 1-8
place: Korfu, Griechenland
publication: '9th ACM International Conference on PErvasive Technologies Related to
Assistive Environments (PETRA ''16) '
publication_identifier:
isbn:
- 978-1-4503-4337-4
publication_status: published
publisher: ACM
status: public
title: 'Using Head-Mounted Displays and In-Situ Projection for Assistive Systems :
A Comparison'
type: conference
user_id: '15514'
year: 2016
...